Looking for Change? Roll the Dice and Demand Attention

Looking for Change? Roll the Dice and Demand Attention

Change detection, i.e., the identification per pixel of changes for some classes of interest from a set of bi-temporal co-registered images, is a fundamental task in the field of remote sensing. It remains challenging due to unrelated forms of change that appear at different times in input images. H...

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Bibliographic Details
Main Authors: Foivos I. Diakogiannis, François Waldner, Peter Caccetta
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Remote Sensing
Subjects:
semantic segmentation
change detection
deep learning
attention
convolutional neural networks
dice similarity
Online Access:https://www.mdpi.com/2072-4292/13/18/3707

Internet

https://www.mdpi.com/2072-4292/13/18/3707

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